Second, GLSLIM [1]} proposed the estimation of a global model and multiple local item-item models, where the sub-matrices for local models were disjoint. sGLSVD [2]} used the same architecture with SVD [3]} as the base model. Compared to the existing local latent factor models, we assert that LOCA can be viewed as a generalized framework built upon the AE-based model.
